JP2017064386A5 - - Google Patents
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- JP2017064386A5 JP2017064386A5 JP2016151812A JP2016151812A JP2017064386A5 JP 2017064386 A5 JP2017064386 A5 JP 2017064386A5 JP 2016151812 A JP2016151812 A JP 2016151812A JP 2016151812 A JP2016151812 A JP 2016151812A JP 2017064386 A5 JP2017064386 A5 JP 2017064386A5
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- 238000001514 detection method Methods 0.000 claims 44
- 238000010191 image analysis Methods 0.000 claims 33
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Claims (33)
前記遊技テーブルで行われるゲームの状態をカメラにより映像として記録するゲーム記録装置と、
前記記録されたゲームの状態の映像を画像分析する画像分析装置と、
前記遊技テーブルにおいて各ゲームの勝敗結果を判定する勝敗結果判定装置と、
前記画像分析装置による画像分析結果と前記勝敗結果判定装置が判定する勝敗結果とを用いて、前記遊技テーブルで行われる不正行為を検知する制御装置と、を備え、
前記制御装置は、前記画像分析装置を介して各プレーヤが賭けるチップの位置、種類および枚数を把握するとともに、遊技テーブルのディーラのチップトレイにおけるチップの総額を把握し、
各ゲームの清算前のチップトレイにおけるチップの総額から、当該ゲームですべてのプレーヤの賭けたチップの位置、種類および枚数と当該勝敗結果判定装置で得た当該ゲームの勝敗結果とから計算される当該ゲームにおけるチップの増減額を加減算し、当該ゲームの終了時の清算後の前記チップトレイにおけるチップのあるべき総額と、前記画像分析装置を介し得た当該ゲームの終了時の当該チップトレイにおけるチップの現実の総額を比較し、あるべき総額と現実の総額との間に違いがあるか否かを判定する、不正検知システム。 A fraud detection system in a game hall having a plurality of game tables,
A game recording device for recording a state of a game performed at the game table as a video by a camera;
An image analysis device for image analysis of the recorded video of the game state;
A win / loss result determination device for determining a win / loss result of each game in the game table;
A controller for detecting fraud performed in the game table using an image analysis result by the image analysis device and a win / loss result determined by the win / loss result determination device;
The control device grasps the position, type and number of chips betted by each player via the image analysis device, grasps the total amount of chips in the chip tray of the dealer of the gaming table,
Calculated from the total amount of chips in the chip tray before the settlement of each game based on the position, type and number of chips betted by all players in the game and the winning / losing result of the game obtained by the winning / losing result determination device Addition / subtraction of the increase / decrease amount of the chip in the game, the total amount of chips in the chip tray after the liquidation at the end of the game, and the chip in the chip tray at the end of the game obtained through the image analyzer A fraud detection system that compares the actual amount and determines whether there is a difference between the desired amount and the actual amount.
前記制御装置は、前記画像分析装置を介して各プレーヤが賭けるチップの位置、種類および枚数を把握し、各プレーヤの賭けた負けチップのすべての回収が終わったときに、チップトレイにおけるチップの現実の総額を把握し、各ゲームの清算前のチップトレイにおけるチップの総額から、負けたプレーヤの賭けたチップの位置、種類および枚数から当該ゲームにおけるチップトレイの増額を加算した当該チップトレイにおけるチップのあるべき総額と、当該チップトレイにおけるチップの現実の総額とを比較し、あるべき総額と現実の総額との間に違いがあるか否かを判定する、不正検知システム。 The fraud detection system according to claim 1,
The control device grasps the position, type and number of chips betted by each player via the image analysis device, and when all of the lost chips betted by each player have been collected, The total amount of chips in the chip tray before the liquidation of each game is added, and the chip tray in the game is added from the position, type and number of chips bet by the losing player. A fraud detection system that compares the total amount to be with the actual total amount of chips in the chip tray and determines whether there is a difference between the total amount to be and the actual total amount.
前記制御装置は、各ゲームの清算前のチップトレイにおけるチップの総額から、負けたプレーヤの賭けたチップの位置、種類および枚数から当該ゲームにおけるチップトレイの増額を加算した当該チップトレイにおけるチップのあるべき総額と、当該チップトレイにおけるチップの現実の総額とを比較し、あるべき総額と現実の総額との間に違いがないと判定し、かつ当該ゲームの終了時の精算後の前記チップトレイにおけるあるべき総額と、前記画像分析装置を介し得た当該ゲームの終了時の当該チップトレイにおけるチップの現実の総額を比較し、あるべき総額と現実の総額との間に違いがあると判定した場合には、支払いの間違いと判定し、支払いの間違いを知らせる支払い誤りシグナルを発生させる、不正検知システム。 The fraud detection system according to claim 2,
The control device has a chip in the chip tray obtained by adding an increase in the chip tray in the game from the total amount of chips in the chip tray before the settlement of each game from the position, type and number of chips bet by the losing player. The power total amount is compared with the actual total amount of chips in the chip tray, it is determined that there is no difference between the total power to be and the actual total amount, and in the chip tray after settlement at the end of the game When the total amount that should be and the actual total amount of chips in the chip tray at the end of the game obtained through the image analysis device are compared, and it is determined that there is a difference between the total amount that should be and the actual total amount Is a fraud detection system that determines a payment error and generates a payment error signal to inform you of the payment error.
前記チップトレイには、負けたプレーヤの賭けたチップを回収して一時保管する回収チップトレイが設けられ、前記画像分析装置及び前記制御装置は、負けたプレーヤの賭けたチップの位置、種類および枚数から計算される当該回収チップトレイにおけるチップのあるべき額と、当該回収チップトレイにおけるチップの現実の総額とを比較し、回収チップトレイにおけるあるべき総額と現実の総額との間に違いがあるか否かを判定する、不正検知システム。 The fraud detection system according to claim 2,
The chip tray is provided with a recovery chip tray for recovering and temporarily storing the chips bet by the losing player, and the image analysis device and the control device provide the position, type and number of chips bet by the losing player. Compare the expected amount of chips in the recovery chip tray calculated from the actual total amount of chips in the recovery chip tray and whether there is a difference between the total amount of chips in the recovery chip tray and the actual total amount Fraud detection system that determines whether or not.
前記画像分析装置を介してゲームの終了時の清算後にチップトレイにおけるチップの現実の総額を得るのは、
1)勝ちチップに対する償還が終了したとき、
2)当該ゲームで使用されたカードが回収され、当該テーブルの廃棄エリアに廃棄されるとき、
3)前記勝敗結果判定装置に付随する所定のボタンを押したとき、
4)勝敗を示すマーカーを元に戻したとき、
のいずれかである、不正検知システム。 The fraud detection system according to claim 1,
Obtaining the actual total amount of chips in the chip tray after the liquidation at the end of the game via the image analysis device,
1) When the redemption for winning chips is complete
2) When cards used in the game are collected and discarded in the disposal area of the table,
3) When a predetermined button attached to the winning / losing result judging device is pressed,
4) When the marker indicating victory or defeat is restored,
One of the fraud detection systems.
遊技テーブルのディーラのチップトレイにおける把握されているチップの現実の総額が、すべてのプレーヤの賭けたチップ額と当該ゲームの勝敗結果とから計算されるチップの増減額に対応していない違いを前記制御装置が判定した時、前記ゲーム記録装置において前記違いが生じたゲームの記録が分析可能となるように、前記ゲーム記録装置は、取得した映像にインデックスもしくは時刻を付与するか、もしくはチップの回収シーンあるいは支払シーンを特定して再生できる構成である、不正検知システム。 The fraud detection system according to any one of claims 1 to 3,
The difference that the actual total amount of chips grasped in the chip tray of the dealer of the gaming table does not correspond to the increase / decrease amount of chips calculated from the chip amount betted by all players and the winning / losing result of the game is described above. When the control device determines, the game recording device adds an index or time to the acquired video, or collects chips so that the game recording in which the difference has occurred can be analyzed in the game recording device. A fraud detection system that can identify and play scenes or payment scenes.
前記画像分析装置もしくは制御装置は、遊技テーブル上に置かれた複数のチップが前記カメラの死角により一部もしくは一枚全体が隠れた状態となっていても、賭けられたチップの種類、枚数と位置の情報を得ることが可能な構造である、不正検知システム。 The fraud detection system according to any one of claims 1 to 3,
The image analysis device or the control device is configured such that even if a plurality of chips placed on the game table are partially or entirely hidden by the blind spot of the camera, A fraud detection system that is a structure that can obtain location information.
前記制御装置は、
1)遊技テーブルの各プレー位置において賭けたチップの位置と種類と枚数とを把握し、各ゲームの勝敗結果より得られる各プレーヤの勝敗履歴と得たチップの額を、過去のゲームの統計データと比較して特異な状況として抽出するか、または
2)遊技テーブルのプレー位置において、負けた時の賭けチップの額が、勝った時の賭けチップの額より少額である状態が過去のゲームの統計データと比較して特異な状況として抽出する、
ことが可能な構造である、不正検知システム。 The fraud detection system according to claim 1,
The controller is
1) The position, type and number of chips bet at each play position in the game table are grasped, and the winning / losing history of each player obtained from the winning / losing results of each game and the amount of chips obtained are obtained from statistical data of past games. 2) In the play position of the game table, the state where the amount of the betting chip when losing is smaller than the amount of the betting chip when winning is a past game Extract as a unique situation compared to statistical data,
The fraud detection system is a structure that can be used.
前記制御装置は、遊技テーブルのディーラのチップトレイにおける把握されているチップの額が、お札とチップとの交換が行われた後に、交換したお札に対応したチップの支払額、または交換したチップに対応したお札の支払額に応じて増減したか否かを、比較判定可能な、不正検知システム。 The fraud detection system according to any one of claims 1 to 3,
The control device is configured such that the amount of chips grasped in the chip tray of the dealer of the gaming table is changed to the amount paid of the chip corresponding to the exchanged bill after the exchange between the bill and the chip, or the exchanged chip. A fraud detection system that allows you to compare and determine whether or not the amount has been increased or decreased depending on the payment amount of the corresponding bill.
前記制御装置はさらにお札とチップの交換の履歴を残すデータベースを備え、一定時間または一日単位で、前記データベースを参照し、遊技テーブルのディーラのチップトレイにおける把握されているチップの額が、交換したお札に対応したチップの支払額、または交換したチップに対応したお札の支払額の総額に応じて増減したか否かを、比較判定可能な、不正検知システム。 The fraud detection system according to claim 9,
The control device further includes a database for keeping a history of exchange of bills and chips, and refers to the database for a fixed time or a day unit, and the amount of chips grasped in the chip tray of the dealer of the gaming table is exchanged A fraud detection system that can compare and determine whether or not the payment amount of the chip corresponding to the selected bill has increased or decreased depending on the total payment amount of the bill corresponding to the exchanged chip.
前記制御装置は、前記画像分析装置を介して前記違いまたは特異な状況として抽出されたプレー位置のプレーヤの特定が可能な、不正検知システム。 The fraud detection system according to claim 1 or 8,
The fraud detection system in which the control device is capable of specifying a player at a play position extracted as the difference or unique situation via the image analysis device.
前記制御装置は、前記特定されたプレーヤが、離席して別の遊技テーブルに着いたとき、当該別の遊技テーブルに当該特定プレーヤの存在を知らせる警告機能を有する、不正検知システム。 The fraud detection system according to claim 11,
When the specified player leaves the seat and arrives at another game table, the control device has a warning function that notifies the other game table of the presence of the specific player.
前記制御装置は、さらに
1)各ゲームにおいて、カードの引き出しが開始されてからもしくはディーラのゲーム開始操作からカード配布装置によりゲームの勝敗結果が表示される前の間に、チップの動きがないかどうか、
2)各ゲームの終了後、ディーラがゲーム参加人のうちの敗者が賭けていたチップを回収している間に、前記敗者がチップを取っていないかどうか、
3)各ゲームの終了後、ディーラがゲーム参加人のうちの敗者が賭けていたチップを回収している間に、チップの追加がされたかどうか、
4)各ゲームの終了後、ディーラがゲーム参加人のうちの勝者が賭けていたチップの位置に、支払いを行ったかどうか、
5)各ゲームの終了後、ゲーム参加人のうちの勝者が、賭けていたチップおよび支払われたチップを取ったかどうか、
の少なくとも1つを判定する機能を備えた、不正検知システム。 The fraud detection system according to any one of claims 1 to 3,
The control device further 1) Check whether there is any movement of the chip in each game after the card withdrawal is started or before the game distribution result is displayed by the card distribution device after the dealer game start operation. please,
2) After the end of each game, whether the loser has not taken a chip while the dealer is collecting the chips that the loser of the game players has bet,
3) Whether or not chips were added while the dealer was collecting the chips that the loser of the game players had bet after the end of each game,
4) At the end of each game, whether the dealer has paid for the tip of the chip where the winner of the game players was betting,
5) After the end of each game, whether the winner of the game participants has taken the chips they were betting and paid,
A fraud detection system having a function of determining at least one of the following.
前記勝敗結果判定装置は、遊技テーブルにおいてカードを配布するカード配布装置であるか、または遊技テーブルにおいて配布されたカードをカメラで読取る前記画像分析装置の情報から各ゲームの勝敗結果を判定する制御装置である、不正検知システム。 The fraud detection system according to any one of claims 1 to 3,
The winning / losing result determining device is a card distributing device that distributes cards in a game table, or a control device that determines a winning / losing result of each game from information of the image analysis device that reads a card distributed in the game table with a camera Is a fraud detection system.
前記遊技テーブルで行われるゲームの進行状態をディーラおよびプレーヤを含めカメラを介して映像として記録するゲーム記録装置と、 A game recording device for recording a progress state of a game performed at the game table as an image via a camera including a dealer and a player;
前記記録されたゲームの進行状態の映像を画像分析する画像分析装置と、 An image analysis device for image analysis of the recorded video of the progress of the game;
前記遊技テーブルにおいて各ゲームの勝敗結果を判定し表示するカード配布装置と、 A card distribution device for determining and displaying the outcome of each game in the game table;
前記画像分析装置による画像分析結果と前記カード配布装置が判定する勝敗結果とを用いて、前記遊技テーブルで行われる不正行為を検知する知能型制御装置と、 An intelligent control device that detects fraud in the game table using an image analysis result by the image analysis device and a win / loss result determined by the card distribution device;
を備えたシステム。 With system.
前記カード配布装置は、配布されるカードのランクを読取り可能な構造であって、 The card distribution device has a structure capable of reading a rank of a distributed card,
前記知能型制御装置は、遊技テーブルにおいて配布された各カードの映像より前記画像分析装置が得るランクの情報と、前記カード配布装置が読取ったカードのランクの情報とを照合して一致不一致を判定可能な構造である、システム。 The intelligent control device compares the rank information obtained by the image analysis device from the video of each card distributed in the game table and the information on the rank of the card read by the card distribution device to determine a match / mismatch A system that is a possible structure.
前記画像分析装置もしくは知能型制御装置は、遊技テーブルにおいて配布されプレーヤによって折曲げられたもしくは汚れたカードからカードのランクの情報を得ることが可能な人工知能活用型もしくはディープラーニング構造である、システム。 The image analysis device or the intelligent control device is a system utilizing an artificial intelligence or a deep learning structure capable of obtaining card rank information from a card that is distributed in a game table and bent or soiled by a player .
前記知能型制御装置は、前記画像分析装置を介して各プレーヤが賭けるチップの位置、種類および枚数を把握し、各プレーヤの賭けた負けチップの回収および勝ちチップへの支払がゲームの勝敗結果に従って適正に行われたか否かを、前記画像分析装置を介してゲームの進行状態の映像を分析することにより判定する、システム。 The intelligent control device grasps the position, type, and number of chips betted by each player via the image analysis device, and each player collects the lost chips and pays the winning chips according to the outcome of the game. A system for determining whether or not the game has been properly performed by analyzing an image of a game progress state via the image analysis device.
前記画像分析装置もしくは知能型制御装置は、遊技テーブル上に置かれた複数のチップが前記カメラの死角により一部もしくは一枚全体が隠れた状態となっていても、賭けられたチップの種類、枚数と位置の情報を得ることが可能な人工知能活用型もしくはディープラーニング構造である、システム。 The image analysis device or the intelligent control device is the type of chips bet even if a plurality of chips placed on the game table are partially or entirely hidden by the blind spot of the camera, A system that uses artificial intelligence or a deep learning structure that can obtain information on the number and position.
前記知能型制御装置は、遊技テーブルのディーラのチップトレイにおける把握されているチップの額が、ゲームが終了して清算後に、各プレーヤの賭けた負けチップの回収および勝ちチップへの支払額に応じて増減したか否かを、ゲームの勝敗結果に従って比較計算可能な人工知能活用型もしくはディープラーニング構造である、システム。 The intelligent control device determines the amount of chips grasped in the chip tray of the dealer of the gaming table according to the collection of the losing chips betted by each player and the amount paid to the winning chips after the game is finished and cleared. A system that uses artificial intelligence or has a deep learning structure that can be used to compare and calculate whether the number has increased or decreased according to the outcome of the game.
前記知能型制御装置は、遊技テーブルの各プレー位置において賭けたチップの位置と種類と枚数とを把握し、各ゲームの勝敗結果より得られる各プレーヤの勝敗履歴と得たチップの額を、過去のゲームの統計データと比較して特異な状況として抽出可能な人工知能活用型もしくはディープラーニング構造である、システム。 The intelligent control device grasps the position, type and number of chips bet at each play position of the game table, and records the winning / losing history of each player obtained from the winning / losing results of each game and the amount of chips obtained in the past. A system that uses artificial intelligence or a deep learning structure that can be extracted as a unique situation compared to the statistical data of games.
前記知能型制御装置は、ある遊技テーブルのプレー位置において、負けた時の賭けチップの額が、勝った時の賭けチップの額より少額である状態が過去のゲームの統計データと比較して特異な状況として抽出可能な人工知能活用型もしくはディープラーニング構造である、システム。 The intelligent control device is unique in that the amount of betting chips when losing is smaller than the amount of betting chips when winning at a play position of a certain game table compared to statistical data of past games. A system that uses artificial intelligence or a deep learning structure that can be extracted as a simple situation.
前記知能型制御装置は、前記画像分析装置を介して前記特異な状況として抽出されるか、もしくは所定額以上の勝ちを収めたプレー位置における個別のプレーヤの特定が可能な、システム。 The intelligent control device is a system that can be extracted as the unique situation via the image analysis device or can identify an individual player at a play position that has won a predetermined amount or more.
前記知能型制御装置は、前記特定されたプレーヤが、離席して別の遊技テーブルに着いたとき、当該別の遊技テーブルに当該特定プレーヤの存在を知らせる警告機能を有する、システム。 The intelligent control device has a warning function for notifying the other game table of the presence of the specific player when the specified player leaves the seat and arrives at another game table.
前記遊技テーブルで行われるゲームの進行状態をディーラおよびプレーヤを含めカメラを介して映像として記録するゲーム記録装置と、 A game recording device for recording a progress state of a game performed at the game table as an image via a camera including a dealer and a player;
前記遊技テーブルにおいて各ゲームの勝敗結果を判定し表示するカード配布装置と、 A card distribution device for determining and displaying the outcome of each game in the game table;
前記記録されたゲームの進行状態の映像を画像分析する画像分析装置と、 An image analysis device for image analysis of the recorded video of the progress of the game;
前記画像分析装置による画像分析結果を用いて、前記遊技テーブルにおいてお札とチップを検知可能な知能型制御装置と、 An intelligent control device capable of detecting bills and chips in the game table using the image analysis result by the image analysis device;
を備え、 With
前記画像分析装置もしくは知能型制御装置は、前記カード配布装置あるいは前記ディーラより得られる情報に基づいて、カードのディーリング中以外の状況において、前記遊技テーブルにおいてお札とチップとの交換が行われていることを検知可能であり、さらに前記お札がブラックライトにより検証された真正なお札の総額を認知し、さらに交換対象として遊技テーブル上に出された複数のチップが前記カメラの死角により一部もしくは一枚全体が隠れた状態となっていてもチップの総額を認知可能で、前記遊技テーブル上にプレーヤから出されたお札の総額と、ディーラから出されたチップの総額とを比較し、両者の額が一致するか否かを判定可能な人工知能活用型もしくはディープラーニング構造である、システム。 Based on the information obtained from the card distribution device or the dealer, the image analysis device or the intelligent control device exchanges bills and chips in the gaming table in a situation other than during card dealing. And the bill recognizes the total amount of authentic bills verified by the black light, and a plurality of chips placed on the gaming table as exchange targets are partially or partially determined by the blind spot of the camera. Even if the whole piece is hidden, the total amount of chips can be recognized, and the total amount of bills issued by the player on the gaming table is compared with the total amount of chips issued by the dealer. A system that uses artificial intelligence or a deep learning structure that can determine whether the foreheads match.
前記知能型制御装置は、遊技テーブルのディーラのチップトレイにおける把握されているチップの額が、お札とチップとの交換が行われて清算した後に、交換したお札に対応したチップの支払額に応じて増減したか否かを、比較計算可能な人工知能活用型もしくはディープラーニング構造である、システム。 The intelligent control device determines the amount of chips grasped in the chip tray of the dealer of the game table according to the payment amount of the chip corresponding to the exchanged bill after the bill and the chip are exchanged and cleared. A system that uses artificial intelligence or a deep learning structure that can be used to compare and calculate whether or not it has increased or decreased.
前記知能型制御装置は、お札とチップとの交換が行われて清算した後に、当該ディーラの入力によるお札の入金額と、前記画像分析装置による画像分析結果によるお札の総額の一致不一致を比較計算可能な人工知能活用型もしくはディープラーニング構造である、システム。 The intelligent control device compares and calculates a match / mismatch between the deposit amount of the bill based on the dealer's input and the total amount of the bill based on the image analysis result by the image analysis device after the bill and chip are exchanged and cleared. A system that uses artificial intelligence or a deep learning structure.
前記知能型制御装置は、当該ディーラの担当する遊技テーブルにおける当該ディーラの入力によるお札の入金額と、前記画像分析装置による画像分析結果によるお札の総額との一致不一致を比較計算可能な人工知能活用型もしくはディープラーニング構造である、システム。 The intelligent control device uses artificial intelligence capable of comparing and calculating the coincidence / disagreement of the deposit amount of the bill by the input of the dealer in the game table handled by the dealer and the total amount of the bill by the image analysis result by the image analysis device A system that is a mold or deep learning structure.
前記カメラより得た映像を画像分析する画像分析装置と、 An image analyzer for analyzing the image obtained from the camera;
前記遊技テーブルにおいて各ゲームの勝敗結果を判定し表示するカード配布装置と、 A card distribution device for determining and displaying the outcome of each game in the game table;
各ゲームにおいて前記画像分析装置の分析結果を用いて、ゲーム参加人が前記遊技テーブル上に置いたチップの位置を特定し、さらに前記勝敗結果を用いて、各ゲームの参加人のうちの勝者および敗者を判定する制御装置と、を備え、 Using the analysis result of the image analysis device in each game, the position of the chip placed on the game table by the game participant is specified, and further, using the winning / losing result, the winner of each game participant and A control device for determining a loser,
前記制御装置は、さらに The control device further includes
1)各ゲームにおいて、カードの引き出しが開始されてからもしくはディーラーのゲーム開始操作からカード配布装置によりゲームの勝敗結果が表示される前の間に、チップの動きがないかどうか、 1) In each game, if there is no movement of the chip after the card withdrawal is started or before the game distribution result is displayed by the card distribution device after the dealer's game start operation,
2)各ゲームの終了後、ディーラがゲーム参加人のうちの敗者が賭けていたチップを回収している間に、前記敗者がチップを取っていないかどうか、 2) After the end of each game, whether the loser has not taken a chip while the dealer is collecting the chips that the loser of the game players has bet,
3)各ゲームの終了後、ディーラがゲーム参加人のうちの敗者が賭けていたチップを回収している間に、前記敗者がチップを追加していないかどうか、 3) After the end of each game, whether or not the loser has added chips while the dealer is collecting the chips that the losers of the game players were betting,
4)各ゲームの終了後、ディーラがゲーム参加人のうちの勝者が賭けていたチップの位置に、支払いを行ったかどうか、 4) At the end of each game, whether the dealer has paid for the tip of the chip where the winner of the game players was betting,
5)各ゲームの終了後、ゲーム参加人のうちの勝者が、賭けていたチップおよび支払われたチップを取ったかどうか、 5) After the end of each game, whether the winner of the game participants has taken the chips they were betting and paid,
の少なくとも1つを判定する機能を備えた、ゲームの不正検知システム。 A game fraud detection system having a function of determining at least one of the above.
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